Some OpenRouter providers do not implement reasoning levels for these models correctly at all: https://www.reddit.com/r/DeepSeek/comments/1vdqjwr/openroute...

If you're going to use OpenRouter to test reasoning levels, always make sure you are locking to the official provider instead of third party providers.